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Automation Risk Analysis

Will “Distribution Associate” be Automated?

Historical Context: Oxford Study (2013)

Ranked #679 of 702. Estimated risk: 98.0%

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AI Exposure Risk

53%

“Distribution Associate” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 53% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

50%

“Distribution Associate” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 50% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Shipping, Receiving, and Inventory Clerks, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Verify and maintain records on incoming and outgoing shipments involving inventory. Duties include verifying and recording incoming merchandise or material and arranging for the transportation of products. May prepare items for shipment.

Avg. Annual Salary $44,890
Avg. Hourly Wage $21.58
Available Jobs (US) 857,630
Job Title & Hierarchy Code (SOC) Shipping, Receiving, and Inventory Clerks #43-5071
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Shipping, Receiving, and Inventory Clerks”

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Core Skills & Abilities

  • Requisition and store shipping materials and supplies to maintain inventory of stock.

  • Compute amounts, such as space available, shipping, storage, or demurrage charges, using computer or price list.

  • Record shipment data, such as weight, charges, space availability, damages, or discrepancies, for reporting, accounting, or recordkeeping purposes.

  • Pack, seal, label, or affix postage to prepare materials for shipping, using hand tools, power tools, or postage meter.

  • Compare shipping routes or methods to determine which have the least environmental impact.

  • Confer or correspond with establishment representatives to rectify problems, such as damages, shortages, or nonconformance to specifications.

  • Prepare documents, such as work orders, bills of lading, or shipping orders, to route materials.

  • Deliver or route materials to departments using handtruck, conveyor, or sorting bins.

  • Examine shipment contents and compare with records, such as manifests, invoices, or orders, to verify accuracy.

  • Contact carrier representatives to make arrangements or to issue instructions for shipping and delivery of materials.

  • Determine shipping methods, routes, or rates for materials to be shipped.

Technologies & Software

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  • Microsoft Office software
  • Qwen (Alibaba)
  • SAP software
  • Kimi (Moonshot AI)
  • ShipWorks
  • Microsoft Dynamics GP
  • Notion AI
  • Sage 50 Accounting
  • Mozilla Firefox
  • Otter.ai
  • Citrix cloud computing software
  • UPS WorldShip
  • Shipping and freight management software
  • IBM Notes
  • Microsoft Edge
  • AES MailSTAR
  • Mistral (Mistral AI)
  • Kewill Javelin Distribution Ship
  • Inventory management systems
  • DeepSeek
  • Accuship Star System
  • Grok (xAI)
  • Infor ERP Visual
  • Universal parcel shipping software
  • Warehouse management system WMS
  • Harvey Software CPS
  • MSR Visual Exporter
  • Endicia Internet Postage
  • Microsoft Word
  • Laser Substrates PostalXport
  • Electronic Data Interchange EDI systems
  • Aestiva Purchase Order
  • Llama (Meta)
  • DM2 Bills of Lading
  • Freight+
  • ADi SmartBOL
  • Kewill Clippership
  • Pitney Bowes ShipStream Manager
  • Apple Safari
  • Zapier AI
  • Bill of lading software
  • Microsoft Copilot
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  • Enterprise Systems RFID Data Management
  • Gemini for Workspace
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  • Postage meters
  • Forklifts
  • Desktop computers
  • Hand trucks
  • Handheld bar code scanners
  • Pillow packing machines
  • Package scales

Alternative Job Titles